from utils import print_time_report, print_results, plot_results
print_time_report()
| hour | min | sec | |
|---|---|---|---|
| algo | |||
| KNeighborsClassifier | 0.0 | 5.0 | 25.12 |
| daal4py_KNeighborsClassifier | 0.0 | 1.0 | 16.11 |
| KNeighborsClassifier_kd_tree | 0.0 | 1.0 | 20.02 |
| daal4py_KNeighborsClassifier_kd_tree | 0.0 | 0.0 | 48.37 |
| KMeans | 0.0 | 1.0 | 16.75 |
| daal4py_KMeans | 0.0 | 0.0 | 43.73 |
| total | 0.0 | 10.0 | 50.14 |
print_results(algo="KNeighborsClassifier", versus_lib="daal4py")
plot_results(algo="KNeighborsClassifier", versus_lib="daal4py", group_by_cols=["algorithm", "n_neighbors", "function"], split_hist_by=["n_jobs"])
print_results(algo="KNeighborsClassifier_kd_tree", versus_lib="daal4py")
plot_results(algo="KNeighborsClassifier_kd_tree", versus_lib="daal4py", group_by_cols=["algorithm", "n_neighbors", "function"], split_hist_by=["n_jobs"])
print_results(algo="KMeans", versus_lib="daal4py")
plot_results(algo="KMeans", versus_lib="daal4py", group_by_cols=["init", "max_iter", "n_clusters", "n_init", "tol", "function"])